Posted by 教小白精通编程 on September 16, 2021

Awesome Reinforcement Learning

https://github.com/ZhiqiangHo/awesome-reinforcement-learning

courses:

http://rail.eecs.berkeley.edu/deeprlcourse/

A brief introduction to reinforcement learning

An introduction to Q-Learning: Reinforcement Learning

https://www.cse.unsw.edu.au/~cs9417ml/RL1/introduction.html

http://www-anw.cs.umass.edu/rlr/

http://web.stanford.edu/class/cs234/schedule.html

RL — Reinforcement Learning Algorithms Quick Overview

pytorch

https://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html

Papers

DGN:

Human-level control through deep reinforcement learning, V. Mnih et al., Nature, 2015. Playing Atari with Deep Reinforcement Learning, V. Mnih et al., NIPS Workshop, 2013.


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